Vector Database is a specialized type of database designed to store and retrieve data based on its similarity to other data points, often used for RAG applications.
Analogy: A library where books are organized by subject matter.
Why It Matters: It enables efficient retrieval of relevant information from a knowledge base for use by an LLM.